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Semantic Segmentation

Papers

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Showing 12401–12450 of 14763 papers

TitleStatusHype
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ SegmentationCode0
Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised LearningCode0
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance SegmentationCode0
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region GrowingCode0
Simulation-based reinforcement learning for real-world autonomous drivingCode0
ZECO: ZeroFusion Guided 3D MRI Conditional GenerationCode0
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain ImagesCode0
Meta-Learning Initializations for Image SegmentationCode0
RDCNet: Instance segmentation with a minimalist recurrent residual networkCode0
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scansCode0
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic SegmentationCode0
SimSAM: Zero-shot Medical Image Segmentation via Simulated InteractionCode0
Sub-token ViT Embedding via Stochastic Resonance TransformersCode0
Rapid Automated Mapping of Clouds on Titan With Instance SegmentationCode0
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image SegmentationCode0
ShelfNet for Fast Semantic SegmentationCode0
Uma implementação do jogo Pedra, Papel e Tesoura utilizando Visao ComputacionalCode0
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNsCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image SegmentationCode0
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation NetworkCode0
SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound VolumesCode0
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNsCode0
RANet: Ranking Attention Network for Fast Video Object SegmentationCode0
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature RefinementCode0
Simple is what you need for efficient and accurate medical image segmentationCode0
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video DecompositionCode0
Raising the ClaSS of Streaming Time Series SegmentationCode0
Rain Removal in Traffic Surveillance: Does it Matter?Code0
Video State-Changing Object SegmentationCode0
Signature and Log-signature for the Study of Empirical Distributions Generated with GANsCode0
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image StacksCode0
Multi-modality Anomaly Segmentation on the RoadCode0
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and DiceCode0
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural NetworksCode0
Siamese Network with Interactive Transformer for Video Object SegmentationCode0
Superpixel-based Semantic Segmentation Trained by Statistical Process ControlCode0
Video to Events: Recycling Video Datasets for Event CamerasCode0
Video-to-Video SynthesisCode0
Superpixel Convolutional Networks using Bilateral InceptionsCode0
Superpixel-enhanced Pairwise Conditional Random Field for Semantic SegmentationCode0
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal InferenceCode0
ShuffleSeg: Real-time Semantic Segmentation NetworkCode0
Meta Learning Deep Visual Words for Fast Video Object SegmentationCode0
Superpixel HierarchyCode0
Quickshift++: Provably Good Initializations for Sample-Based Mean ShiftCode0
Superpixels algorithms through network community detectionCode0
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object DetectionCode0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified